Master Data Science (645 [1])

CORE Modules (30 ECTS)

Module IML Introduction to Machine Learning (6 ECTS)

Module SDS Statistics for Data Science (6 ECTS)

Module MDS Mathematics of Data Science (4 ECTS)

Module OMD Optimisation Methods for Data Science (4 ECTS)

Module MMD Mining Massive Data (6 ECTS)

• 053621 VU 6 ECTS [ en ] Mining Massive Data
  Tschiatschek, Mo 09:45-11:15 (15×), Fr 09:45-11:15 (14×)

Module VED Visual and Exploratory Data Analysis (4 ECTS)

• 053622 VU 4 ECTS [ en ] Visual and Exploratory Data Analysis
  Windhager, Mo 16:45-18:15 (15×), Th 13:15-14:45 (2×), Th 18.03. 16:45-18:15

Doing Data Science, Ethical and Legal Issues (28 ECTS)

Module DEL Doing Data Science, Ethical and Legal Issues (12 ECTS)

• 053620 VU 6 ECTS [ en ] Data Ethics and Legal Issues
  Koesten, Mo 08.03. 15:00-18:00, Tu 09.03. 15:00-18:00, We 15:00-18:00 (10×), Th 15:00-18:00 (3×), Fr 15:00-18:00 (2×)
• 040309 VU 6 ECTS [ en ] ( REMOTE ) Doing Data Science (MA)
  Ehmke, Tu 13:15-14:45 (15×), We 15:00-16:30 (16×)

Module DAP Data Analysis Project and Seminar (16 ECTS)

Specialisation in Areas of Data Science (34 ECTS)

Module SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040973 UK 4 ECTS ( REMOTE ) Multivariate Time Series Analysis
  Reschenhofer, Tu 09:00-11:15 (14×)
• 040974 UK 3 ECTS [ en ] ( REMOTE ) Methods of Decision Support
  Gutjahr, Mo 09:45-11:15 (15×)
• 052100 VU 3 ECTS [ en ] ( ON-SITE ) Algorithms and Data Structures 2
  Kale, Mo 09:45-11:15 (15×)
• 052101 VU 3 ECTS [ en ] Numerical Algorithms
  Gansterer, Th 13:15-14:45 (13×)
• 052400 VU 6 ECTS [ en ] Information Management & Systems Engineering
  Schikuta, Th 11:30-13:00 (13×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Tu 15:00-16:30 (15×), We 15:00-16:30 (16×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Dokulil, Tu 11:30-13:00 (15×), We 18:30-20:00 (16×)
• 052811 VU 6 ECTS [ en ] Program Optimisations and Runtime Systems
  Mehofer, Mo 15:00-16:30 (14×)
• 052812 VU 6 ECTS [ en ] High Performance Computing
  Dokulil, We 09:45-11:15 (16×), Mo 13:15-14:45 (14×)
• 136041 SE 6 ECTS [ de en ] Weakly Supervised Machine Learning
  Roth, Th 09:45-11:15 (13×)
• 250041 VO 5 ECTS [ en ] Low-rank tensors and the data-driven solution of PDEs
  Kazeev, Mo 15:00-16:30 (15×), Th 15:00-15:45 (13×)
• 250074 VO 5 ECTS [ en ] Deep Learning
  Grohs, Tu 13:00-14:30 (15×), Th 13:00-13:45 (13×)

Applications

• 040975 UK 3 ECTS ( REMOTE ) Biometrics 1
  Frommlet, Fr 09:45-11:15 (14×)
• 052315 VU 6 ECTS [ en ] Natural Language Processing
  Winiwarter, Mo 11:30-14:45 (15×)
• 053520 VU 6 ECTS [ en ] Algorithmic bioinformatics
  von Haeseler
• 053521 VU 6 ECTS [ en ] Bioinformatics of sequences and structures
  Rattei
• 070116 PS 5 ECTS [ en ] ( MIXED ) Proseminar - Digital Medievalisms: Game Design and Digital Humanities
  Baillie, Tu 09:00-10:30 (15×)
• 180007 VO 3 ECTS [ en ] ( REMOTE ) Introduction to Cognitive Psychology
  Ditye, We 17:15-18:45 (15×)
• 200076 SE 4 ECTS [ en ] ( REMOTE ) Advanced Seminar: Mind and Brain - Fundamental Topics in Cognitive Science + Colloquium
  Pelowski, Tu 09:45-11:15 (14×)
• 269019 VO 3 ECTS [ en ] Computational Concepts in Chemistry II
  Badelt, Th 14:00-18:00 (5×)
• 270028 SE+UE 6 ECTS Research examples in theoretical materials chemistry, polymer science and characterisation
  Bismarck
• 270037 VO 1 ECTS Cheminformatics
  Flamm
• 270038 UE 2 ECTS Computer Course for Cheminformatics
  Flamm
• 270089 UE 4 ECTS [ de en ] Research Examples from Theoretical Chemistry
  Gonzalez Herrero
• 270117 VO 3 ECTS [ en ] Modern Quantum Chemistry
  Gonzalez Herrero
• 270164 VO 3 ECTS Bioinformatic Strategies for Data Evaluation
  Gerner

Master's Seminar (2 ECTS)

Module MAS Masterseminar (2 ECTS)